expertailab/sequential_sentence_classification

https://arxiv.org/pdf/1909.04054

Sequential Sentence Classification

This repo has code and data for our paper "Pretrained Language Models for Sequential Sentence Classification".

How to run

pip install -r requirements.txt
scripts/train.sh tmp_output_dir

Update the scripts/train.sh script with the appropriate hyperparameters and datapaths.

CSAbstrcut dataset

The train, dev, test splits of the dataset are in data/CSAbstrcut

Citing

If you use the data or the model, please cite,

@inproceedings{Cohan2019EMNLP,
  title={Pretrained Language Models for Sequential Sentence Classification},
  author={Arman Cohan, Iz Beltagy, Daniel King, Bhavana Dalvi, Dan Weld},
  year={2019},
  booktitle={EMNLP},
}